NVIDIA Compute Tests

Benchmarks for a future article.

HTML result view exported from: https://openbenchmarking.org/result/2011301-HA-NC792657606&grr&sor.

NVIDIA Compute TestsProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads)ASUS ROG CROSSHAIR VIII HERO (WI-FI) (2311 BIOS)AMD Starship/Matisse16GB2000GB Corsair Force MP600 + 2000GBNVIDIA GeForce GTX 1060 6GB (1506/4006MHz)NVIDIA GP106 HD AudioASUS MG28URealtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200Ubuntu 20.045.4.0-54-generic (x86_64)GNOME Shell 3.36.4X Server 1.20.8NVIDIA 455.45.014.6.0OpenCL 1.2 CUDA 11.1.1141.2.142GCC 9.3.0ext43840x2160eVGA NVIDIA GeForce GTX 1660 SUPER 6GB (1530/7000MHz)NVIDIA TU116 HD AudioeVGA NVIDIA GeForce GTX 1660 Ti 6GB (1500/6000MHz)NVIDIA GeForce RTX 2060 6GB (1365/7000MHz)NVIDIA TU106 HD AudioNVIDIA GeForce RTX 2060 SUPER 8GB (1470/7000MHz)ASUS NVIDIA GeForce RTX 2070 8GB (1410/7000MHz)NVIDIA GeForce RTX 2070 SUPER 8GB (1605/7000MHz)NVIDIA TU104 HD AudioZotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz)NVIDIA GeForce RTX 2080 SUPER 8GB (1650/7750MHz)NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz)NVIDIA TU102 HD AudioNVIDIA TITAN RTX 24GB (555/810MHz)NVIDIA GeForce RTX 3060 Ti 8GB (1665/7000MHz)NVIDIA Device 228bNVIDIA GeForce RTX 3080 10GB (1710/9501MHz)NVIDIA Device 1aefOpenBenchmarking.orgCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-9-HskZEa/gcc-9-9.3.0/debian/tmp-nvptx/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details- Scaling Governor: acpi-cpufreq performance - CPU Microcode: 0xa201009OpenCL Details- GTX 1060: GPU Compute Cores: 1280- GTX 1660 SUPER: GPU Compute Cores: 1408- GTX 1660 Ti: GPU Compute Cores: 1536- RTX 2060: GPU Compute Cores: 1920- RTX 2060 SUPER: GPU Compute Cores: 2176- RTX 2070: GPU Compute Cores: 2304- RTX 2070 SUPER: GPU Compute Cores: 2560- RTX 2080: GPU Compute Cores: 2944- RTX 2080 SUPER: GPU Compute Cores: 3072- RTX 2080 Ti: GPU Compute Cores: 4352- TITAN RTX: GPU Compute Cores: 4608- RTX 3060 Ti: GPU Compute Cores: 4864- RTX 3080: GPU Compute Cores: 8704Python Details- Python 2.7.18 + Python 3.8.5Security Details- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

NVIDIA Compute Testsblender: Barbershop - NVIDIA OptiXredshift: lczero: OpenCLblender: Pabellon Barcelona - NVIDIA OptiXblender: Classroom - NVIDIA OptiXluxcorerender-cl: LuxCore Benchmarkluxcorerender-cl: Foodoctanebench: Total Scoreluxcorerender-cl: DLSCblender: BMW27 - NVIDIA OptiXfahbench: blender: Fishy Cat - NVIDIA OptiXrealsr-ncnn: 4x - Yesgeekbench: GPU Vulkanindigobench: OpenCL GPU - Bedroomindigobench: OpenCL GPU - Supercarncnn: Vulkan GPU - yolov4-tinyncnn: Vulkan GPU - resnet50ncnn: Vulkan GPU - alexnetncnn: Vulkan GPU - resnet18ncnn: Vulkan GPU - vgg16ncnn: Vulkan GPU - googlenetncnn: Vulkan GPU - blazefacencnn: Vulkan GPU - efficientnet-b0ncnn: Vulkan GPU - mnasnetncnn: Vulkan GPU - shufflenet-v2ncnn: Vulkan GPU-v3-v3 - mobilenet-v3ncnn: Vulkan GPU-v2-v2 - mobilenet-v2ncnn: Vulkan GPU - mobilenetncnn: Vulkan GPU - squeezenetgeekbench: GPU NVIDIA CUDAluxcorerender-cl: Rainbow Colors and Prismclpeak: Double-Precision Doubleplaidml: No - Inference - DenseNet 201 - OpenCLvkfft: geekbench: GPU OpenCLrealsr-ncnn: 4x - Noplaidml: No - Inference - IMDB LSTM - OpenCLrodinia: OpenCL Particle Filterhashcat: SHA1hashcat: SHA-512hashcat: MD5cl-mem: Readcl-mem: Writecl-mem: Copyplaidml: Yes - Inference - Mobilenet - OpenCLwaifu2x-ncnn: 2x - 3 - Yeshashcat: TrueCrypt RIPEMD160 + XTSmandelgpu: GPUplaidml: No - Inference - Mobilenet - OpenCLarrayfire: Conjugate Gradient OpenCLhashcat: 7-Zipclpeak: Integer Compute INTviennacl: OpenCL LU Factorizationclpeak: Single-Precision Floatclpeak: Global Memory Bandwidthfinancebench: Black-Scholes OpenCLGTX 1060GTX 1660 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060 TiRTX 308010645925973.87548.351.450.6380.907511.73170.15101.2902344.25144.628378443.54710.2829.877.625.453.2618.545.310.803.762.291.782.472.115.767.70336715.34150.1578.97127883679820.128226.1512.105440244285746527142912897400000152.8147.4137.8982.709.251142264128084240.3778.995.0231982421226.2861.72944095.43147.5113.4682593.957647324476.55270.192.201.05131.8566782.6078.26136.0813165.55120.907603514.66215.2418.585.253.042.3213.973.930.642.881.661.331.821.534.675.35663875.54170.6399.49184506468017.214296.8211.617617831428678451428617997700000293.5230.0239.01371.107.060237900198638055.81075.072.6703338474308.2368.70534543.04273.9215.3612732.328337051489.37281.981.960.99124.7371612.3783.09129.4973168.18123.848590634.36014.3049.306.033.552.3815.094.330.723.631.811.562.101.845.306.05670034.7641667173.6793.61170976487117.733299.0711.746621996000079474285718354814286235.4207.4197.21351.927.243236988197542242.7985.973.2283357004443.7268.60874448.17222.0115.5250671783.1647910249210.22149.312.761.17192.5980863.3137.35180.969568.2286.602726895.53418.2527.844.432.561.9810.323.570.672.921.631.371.811.564.434.75835357.83229.29124.27208838071212.936389.459.0048158285714103502857125730414286297.3251.2239.01696.455.792306825247283060.71282.522.6714333425248.4372.83385480.01275.1212.5871877.5540211284209.05154.253.261.17225.4088223.9633.87189.078363.2280.587757506.86521.6668.544.652.801.919.854.160.723.351.721.631.891.724.955.419057210.45245.51137.81249758707612.377416.158.6568747071429110484285727434614286372.2311.8270.41952.075.553324240262260550.61509.022.1984599736753.7972.33436758.49348.0611.4921803.9737312723198.24147.163.511.27242.7253564.1931.96205.493958.1774.806851257.39423.4307.273.932.141.748.963.430.582.791.561.261.641.544.234.589966410.98267.76148.07266009380511.537447.067.8049558914286121278571429996671429396.7328.4284.52008.995.211359933280144899.11580.072.0945041007134.1675.09407203.49368.8410.2631002.4135214332135.3490.513.571.78258.4720714.2926.41227.766148.8463.754960827.67724.4907.193.842.001.668.203.230.632.761.661.361.711.384.094.181104509.86306.51148.552768210589910.206498.246.98010984400000139924285735026971429394.2313.9288.22297.004.769423593316276201.01707.652.0765779478494.9975.74338537.01367.048.318974.8034215758135.0287.263.481.79259.1629934.2029.53242.554345.9860.095984877.71124.8257.023.722.211.557.693.290.612.661.501.371.751.464.164.291218568.95343.49150.94285641147739.611544.726.35512195000000153541428638581728571394.1334.2288.52340.014.582458971341286781.71714.002.0946399159509.3076.13359117.91368.917.715917.2732517915130.2882.603.611.88265.1499654.3426.39257.476743.5754.7831083597.88425.4787.073.521.961.527.443.120.632.611.521.321.761.374.064.201282779.03373.04159.34307201242729.031587.725.90413467714286170530000042565700000434.4344.1298.92480.884.368524033363715438.91831.761.91770418010455.1877.107710190.43405.776.912902.9424723269104.8073.914.602.11349.4127085.6519.83300.893533.0944.72513248910.91333.1906.533.301.721.305.683.100.682.731.491.341.641.514.023.8716785812.08516.53211.01373841525837.743747.504.49117840385714222312857155740728571540.7445.4320.83227.213.835650229446864473.42405.891.67888256013253.5878.612013338.39502.736.1581002.9725621084114.0082.314.421.99350.6624995.4621.26270.680535.1245.55312800310.58831.7577.473.881.961.736.283.730.813.331.891.622.111.754.665.0515586712.13498.14208.22369331511488.009718.514.80516935833333211881666753086314286514.5456.0291.83284.454.124625550443646920.92394.821.75683742013266.2276.274013604.68484.406.372581.542402284286.2055.955.792.80378.7130337.1318.06234.559837.2452.46811232111.39433.5206.563.721.651.706.023.440.633.031.771.361.761.744.273.9613679716.84302.82177.04320651324218.633686.666.98811091171429140692857132992000000393.5383.6298.22439.194.236434067278997773.11875.832.0945869188290.9175.825616012.88389.028.374458.511722838959.1441.297.263.54537.2420479.2914.96306.767122.7335.72015872416.59543.5896.503.511.821.314.713.880.643.131.801.541.981.734.454.0720833120.82514.40243.50496311972676.576975.564.85518345528571230670000054030314286634.1615.3339.93725.403.519692388401282795.22995.561.62793929014574.4777.953628088.78633.344.921OpenBenchmarking.org

Blender

Blend File: Barbershop - Compute: NVIDIA OptiX

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Barbershop - Compute: NVIDIA OptiXRTX 3080RTX 3060 TiRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERTITAN RTXRTX 2060RTX 2070RTX 2060 SUPERGTX 1660 SUPERGTX 1660 Ti6001200180024003000SE +/- 0.76, N = 3SE +/- 1.52, N = 3SE +/- 1.60, N = 3SE +/- 0.11, N = 3SE +/- 0.64, N = 3SE +/- 0.49, N = 3SE +/- 1.43, N = 3SE +/- 4.43, N = 3SE +/- 1.58, N = 3SE +/- 3.65, N = 3SE +/- 0.53, N = 3SE +/- 8.92, N = 3458.51581.54902.94917.27974.801002.411002.971783.161803.971877.552593.952732.32

RedShift Demo

OpenBenchmarking.orgSeconds, Fewer Is BetterRedShift Demo 3.0RTX 3080RTX 3060 TiRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10602004006008001000SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 1.86, N = 3SE +/- 1.20, N = 31722402472563253423523734024797648331064

LeelaChessZero

Backend: OpenCL

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: OpenCLRTX 3080RTX 2080 TiRTX 3060 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10606K12K18K24K30KSE +/- 105.50, N = 3SE +/- 133.47, N = 3SE +/- 47.37, N = 3SE +/- 141.13, N = 3SE +/- 84.56, N = 3SE +/- 43.62, N = 3SE +/- 59.70, N = 3SE +/- 60.47, N = 3SE +/- 33.40, N = 3SE +/- 85.05, N = 3SE +/- 20.08, N = 3SE +/- 72.01, N = 3SE +/- 48.50, N = 3283892326922842210841791515758143321272311284102497324705159251. (CXX) g++ options: -flto -pthread

Blender

Blend File: Pabellon Barcelona - Compute: NVIDIA OptiX

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Pabellon Barcelona - Compute: NVIDIA OptiXRTX 3080RTX 3060 TiRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10602004006008001000SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.19, N = 3SE +/- 0.68, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.10, N = 3SE +/- 0.20, N = 3SE +/- 0.17, N = 3SE +/- 0.67, N = 3SE +/- 0.18, N = 3SE +/- 0.11, N = 359.1486.20104.80114.00130.28135.02135.34198.24209.05210.22476.55489.37973.87

Blender

Blend File: Classroom - Compute: NVIDIA OptiX

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Classroom - Compute: NVIDIA OptiXRTX 3080RTX 3060 TiRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060RTX 2060 SUPERGTX 1660 SUPERGTX 1660 TiGTX 1060120240360480600SE +/- 0.07, N = 3SE +/- 0.76, N = 3SE +/- 0.13, N = 3SE +/- 0.34, N = 3SE +/- 0.10, N = 3SE +/- 0.11, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.33, N = 3SE +/- 0.30, N = 3SE +/- 1.38, N = 3SE +/- 1.47, N = 3SE +/- 0.04, N = 341.2955.9573.9182.3182.6087.2690.51147.16149.31154.25270.19281.98548.35

LuxCoreRender OpenCL

Scene: LuxCore Benchmark

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: LuxCore BenchmarkRTX 3080RTX 3060 TiRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2070RTX 2080RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1060246810SE +/- 0.07, N = 14SE +/- 0.11, N = 12SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 12SE +/- 0.01, N = 3SE +/- 0.04, N = 12SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 127.265.794.604.423.613.573.513.483.262.762.201.961.45MIN: 0.15 / MAX: 8.46MIN: 0.12 / MAX: 6.75MIN: 0.27 / MAX: 5.34MIN: 0.27 / MAX: 5.17MIN: 0.23 / MAX: 4.14MIN: 0.12 / MAX: 4.19MIN: 0.23 / MAX: 4.01MIN: 0.14 / MAX: 4.06MIN: 0.23 / MAX: 3.79MIN: 0.24 / MAX: 3.15MIN: 0.2 / MAX: 2.52MIN: 0.23 / MAX: 2.27MIN: 0.12 / MAX: 1.67

LuxCoreRender OpenCL

Scene: Food

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: FoodRTX 3080RTX 3060 TiRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10600.79651.5932.38953.1863.9825SE +/- 0.06, N = 12SE +/- 0.06, N = 12SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 12SE +/- 0.04, N = 12SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 123.542.802.111.991.881.791.781.271.171.171.050.990.63MIN: 0.17 / MAX: 4.48MIN: 0.19 / MAX: 3.53MIN: 0.24 / MAX: 2.63MIN: 0.21 / MAX: 2.46MIN: 0.21 / MAX: 2.32MIN: 0.17 / MAX: 2.23MIN: 0.13 / MAX: 2.23MIN: 0.23 / MAX: 1.52MIN: 0.21 / MAX: 1.44MIN: 0.22 / MAX: 1.39MIN: 0.21 / MAX: 1.25MIN: 0.22 / MAX: 1.17MIN: 0.14 / MAX: 0.76

OctaneBench

Total Score

OpenBenchmarking.orgScore, More Is BetterOctaneBench 2020.1Total ScoreRTX 3080RTX 3060 TiTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1060120240360480600537.24378.71350.66349.41265.15259.16258.47242.73225.41192.60131.86124.7480.91

LuxCoreRender OpenCL

Scene: DLSC

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: DLSCRTX 3080RTX 3060 TiRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080RTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10603691215SE +/- 0.15, N = 12SE +/- 0.14, N = 12SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 12SE +/- 0.06, N = 12SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 129.297.135.655.464.344.294.204.193.963.312.602.371.73MIN: 3.1 / MAX: 9.73MIN: 1.94 / MAX: 7.5MIN: 5.25 / MAX: 5.77MIN: 3.9 / MAX: 5.67MIN: 3.08 / MAX: 4.47MIN: 1.19 / MAX: 4.5MIN: 1.51 / MAX: 4.4MIN: 4.09 / MAX: 4.28MIN: 3.76 / MAX: 4.1MIN: 1.83 / MAX: 3.4MIN: 2.33 / MAX: 2.67MIN: 2.26 / MAX: 2.42MIN: 0.43 / MAX: 1.81

Blender

Blend File: BMW27 - Compute: NVIDIA OptiX

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: BMW27 - Compute: NVIDIA OptiXRTX 3080RTX 3060 TiRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2080RTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10604080120160200SE +/- 2.61, N = 15SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 2.52, N = 15SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 2.63, N = 15SE +/- 3.22, N = 1214.9618.0619.8321.2626.3926.4129.5331.9633.8737.3578.2683.09170.15

FAHBench

OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2RTX 3080RTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 3060 TiRTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 106070140210280350SE +/- 0.28, N = 3SE +/- 0.36, N = 3SE +/- 1.07, N = 3SE +/- 0.32, N = 3SE +/- 0.19, N = 3SE +/- 0.19, N = 3SE +/- 0.17, N = 3SE +/- 0.40, N = 3SE +/- 0.37, N = 3SE +/- 0.21, N = 3SE +/- 0.09, N = 3SE +/- 0.21, N = 3SE +/- 0.02, N = 3306.77300.89270.68257.48242.55234.56227.77205.49189.08180.97136.08129.50101.29

Blender

Blend File: Fishy Cat - Compute: NVIDIA OptiX

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Fishy Cat - Compute: NVIDIA OptiXRTX 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 106070140210280350SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.13, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.16, N = 3SE +/- 0.04, N = 3SE +/- 0.11, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 322.7333.0935.1237.2443.5745.9848.8458.1763.2268.22165.55168.18344.25

RealSR-NCNN

Scale: 4x - TAA: Yes

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesRTX 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1060306090120150SE +/- 0.17, N = 3SE +/- 0.16, N = 3SE +/- 0.18, N = 3SE +/- 0.07, N = 3SE +/- 0.14, N = 3SE +/- 0.31, N = 3SE +/- 0.18, N = 3SE +/- 0.43, N = 3SE +/- 0.34, N = 3SE +/- 0.26, N = 3SE +/- 0.11, N = 3SE +/- 0.17, N = 3SE +/- 0.24, N = 335.7244.7345.5552.4754.7860.1063.7574.8180.5986.60120.91123.85144.63

Geekbench

Test: GPU Vulkan

OpenBenchmarking.orgScore, More Is BetterGeekbench 5Test: GPU VulkanRTX 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 106030K60K90K120K150KSE +/- 1286.56, N = 15SE +/- 1281.91, N = 15SE +/- 1193.73, N = 15SE +/- 923.31, N = 15SE +/- 1145.26, N = 8SE +/- 1128.61, N = 3SE +/- 1315.57, N = 3SE +/- 421.33, N = 3SE +/- 343.85, N = 3SE +/- 820.21, N = 3SE +/- 423.81, N = 3SE +/- 734.49, N = 3SE +/- 331.69, N = 31587241324891280031123211083599848796082851257575072689603515906337844

IndigoBench

Acceleration: OpenCL GPU - Scene: Bedroom

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: BedroomRTX 3080RTX 3060 TiRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 106048121620SE +/- 0.024, N = 3SE +/- 0.002, N = 3SE +/- 0.014, N = 3SE +/- 0.009, N = 3SE +/- 0.005, N = 3SE +/- 0.008, N = 3SE +/- 0.009, N = 3SE +/- 0.001, N = 3SE +/- 0.008, N = 3SE +/- 0.004, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.002, N = 316.59511.39410.91310.5887.8847.7117.6777.3946.8655.5344.6624.3603.547

IndigoBench

Acceleration: OpenCL GPU - Scene: Supercar

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: SupercarRTX 3080RTX 3060 TiRTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10601020304050SE +/- 0.23, N = 3SE +/- 0.03, N = 3SE +/- 0.13, N = 3SE +/- 0.14, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 343.5933.5233.1931.7625.4824.8324.4923.4321.6718.2515.2414.3010.28

NCNN

Target: Vulkan GPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tinyRTX 3080RTX 2080 TiRTX 3060 TiRTX 2080RTX 2080 SUPERRTX 2070 SUPERRTX 2070TITAN RTXRTX 2060RTX 2060 SUPERGTX 1660 SUPERGTX 1660 TiGTX 10603691215SE +/- 0.05, N = 12SE +/- 0.05, N = 15SE +/- 0.05, N = 3SE +/- 0.05, N = 15SE +/- 0.07, N = 15SE +/- 0.16, N = 3SE +/- 0.15, N = 3SE +/- 0.06, N = 15SE +/- 0.08, N = 15SE +/- 0.14, N = 3SE +/- 0.08, N = 15SE +/- 0.17, N = 3SE +/- 0.13, N = 36.506.536.567.027.077.197.277.477.848.548.589.309.87MIN: 5.43 / MAX: 43.21MIN: 5.8 / MAX: 39.76MIN: 5.89 / MAX: 39.85MIN: 6.22 / MAX: 40.65MIN: 6.15 / MAX: 40.21MIN: 6.45 / MAX: 39.21MIN: 6.66 / MAX: 39.39MIN: 5.76 / MAX: 49.68MIN: 6.94 / MAX: 43.56MIN: 6.69 / MAX: 41.56MIN: 7.66 / MAX: 46.65MIN: 7.65 / MAX: 39.63MIN: 8.6 / MAX: 40.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet50RTX 2080 TiRTX 3080RTX 2080 SUPERRTX 2080RTX 3060 TiRTX 2070 SUPERTITAN RTXRTX 2070RTX 2060RTX 2060 SUPERGTX 1660 SUPERGTX 1660 TiGTX 1060246810SE +/- 0.08, N = 15SE +/- 0.07, N = 12SE +/- 0.07, N = 14SE +/- 0.07, N = 15SE +/- 0.09, N = 3SE +/- 0.24, N = 3SE +/- 0.08, N = 15SE +/- 0.07, N = 3SE +/- 0.06, N = 15SE +/- 0.04, N = 3SE +/- 0.04, N = 15SE +/- 0.07, N = 3SE +/- 0.15, N = 33.303.513.523.723.723.843.883.934.434.655.256.037.62MIN: 2.94 / MAX: 22.59MIN: 2.98 / MAX: 20.05MIN: 3.25 / MAX: 21.15MIN: 3.38 / MAX: 22.49MIN: 3.41 / MAX: 21.31MIN: 3.47 / MAX: 18.13MIN: 2.96 / MAX: 22.65MIN: 3.73 / MAX: 21.52MIN: 4.07 / MAX: 22.33MIN: 3.72 / MAX: 21.74MIN: 4.76 / MAX: 22.66MIN: 4.75 / MAX: 21.46MIN: 7.05 / MAX: 23.241. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnetRTX 3060 TiRTX 2080 TiRTX 3080RTX 2080 SUPERTITAN RTXRTX 2070 SUPERRTX 2070RTX 2080RTX 2060RTX 2060 SUPERGTX 1660 SUPERGTX 1660 TiGTX 10601.22632.45263.67894.90526.1315SE +/- 0.03, N = 3SE +/- 0.07, N = 15SE +/- 0.11, N = 11SE +/- 0.03, N = 15SE +/- 0.06, N = 12SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.08, N = 15SE +/- 0.07, N = 15SE +/- 0.20, N = 3SE +/- 0.06, N = 15SE +/- 0.18, N = 3SE +/- 0.08, N = 31.651.721.821.961.962.002.142.212.562.803.043.555.45MIN: 1.57 / MAX: 16.93MIN: 1.47 / MAX: 22.17MIN: 1.4 / MAX: 22.36MIN: 1.61 / MAX: 19.29MIN: 1.49 / MAX: 22.41MIN: 1.74 / MAX: 2.9MIN: 1.83 / MAX: 17.66MIN: 1.72 / MAX: 22.49MIN: 2.18 / MAX: 22.08MIN: 1.81 / MAX: 26MIN: 2.39 / MAX: 19.77MIN: 2.36 / MAX: 22.1MIN: 4.92 / MAX: 21.521. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet18RTX 2080 TiRTX 3080RTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 3060 TiTITAN RTXRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10600.73351.4672.20052.9343.6675SE +/- 0.02, N = 15SE +/- 0.01, N = 11SE +/- 0.04, N = 13SE +/- 0.03, N = 14SE +/- 0.06, N = 3SE +/- 0.16, N = 3SE +/- 0.08, N = 14SE +/- 0.02, N = 2SE +/- 0.04, N = 15SE +/- 0.04, N = 15SE +/- 0.02, N = 3SE +/- 0.19, N = 31.301.311.521.551.661.701.731.741.911.982.322.383.26MIN: 1.22 / MAX: 20.6MIN: 1.18 / MAX: 9.46MIN: 1.39 / MAX: 15.39MIN: 1.44 / MAX: 18.28MIN: 1.52 / MAX: 18.57MIN: 1.36 / MAX: 19.31MIN: 1.22 / MAX: 19.76MIN: 1.62 / MAX: 17.79MIN: 1.62 / MAX: 7.23MIN: 1.8 / MAX: 19.93MIN: 2.11 / MAX: 25.13MIN: 2.08 / MAX: 9.06MIN: 2.96 / MAX: 19.721. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg16RTX 3080RTX 2080 TiRTX 3060 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1060510152025SE +/- 0.07, N = 12SE +/- 0.04, N = 15SE +/- 0.04, N = 3SE +/- 0.03, N = 15SE +/- 0.06, N = 15SE +/- 0.05, N = 15SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 15SE +/- 0.04, N = 15SE +/- 0.14, N = 3SE +/- 0.04, N = 34.715.686.026.287.447.698.208.969.8510.3213.9715.0918.54MIN: 4 / MAX: 20.55MIN: 5 / MAX: 27.84MIN: 5.48 / MAX: 23.38MIN: 4.88 / MAX: 25.09MIN: 6.29 / MAX: 26.19MIN: 6.57 / MAX: 26.43MIN: 6.99 / MAX: 25.35MIN: 7.8 / MAX: 24.64MIN: 8.27 / MAX: 27.4MIN: 9.24 / MAX: 31.92MIN: 11.92 / MAX: 39.63MIN: 12.16 / MAX: 32.96MIN: 17.62 / MAX: 31.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenetRTX 2080 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080RTX 2070RTX 3060 TiRTX 2060TITAN RTXRTX 3080GTX 1660 SUPERRTX 2060 SUPERGTX 1660 TiGTX 10601.19482.38963.58444.77925.974SE +/- 0.06, N = 15SE +/- 0.04, N = 15SE +/- 0.11, N = 3SE +/- 0.05, N = 15SE +/- 0.11, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 15SE +/- 0.07, N = 15SE +/- 0.09, N = 12SE +/- 0.07, N = 15SE +/- 0.06, N = 3SE +/- 0.15, N = 3SE +/- 0.10, N = 33.103.123.233.293.433.443.573.733.883.934.164.335.31MIN: 2.84 / MAX: 21.01MIN: 2.89 / MAX: 20.85MIN: 3.02 / MAX: 18.59MIN: 3.03 / MAX: 22.52MIN: 3.19 / MAX: 21.25MIN: 3.41 / MAX: 3.96MIN: 3.3 / MAX: 22.32MIN: 2.87 / MAX: 23.31MIN: 3.16 / MAX: 22.34MIN: 3.5 / MAX: 21.95MIN: 3.15 / MAX: 21.29MIN: 3.53 / MAX: 24.2MIN: 4.95 / MAX: 24.261. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: blazefaceRTX 2070RTX 2080RTX 2070 SUPERRTX 2080 SUPERRTX 3060 TiGTX 1660 SUPERRTX 3080RTX 2060RTX 2080 TiGTX 1660 TiRTX 2060 SUPERGTX 1060TITAN RTX0.18230.36460.54690.72920.9115SE +/- 0.01, N = 3SE +/- 0.01, N = 15SE +/- 0.04, N = 3SE +/- 0.03, N = 15SE +/- 0.02, N = 3SE +/- 0.04, N = 15SE +/- 0.02, N = 12SE +/- 0.04, N = 15SE +/- 0.05, N = 15SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.13, N = 3SE +/- 0.06, N = 150.580.610.630.630.630.640.640.670.680.720.720.800.81MIN: 0.57 / MAX: 0.84MIN: 0.54 / MAX: 21.62MIN: 0.56 / MAX: 20.82MIN: 0.54 / MAX: 27.09MIN: 0.57 / MAX: 9MIN: 0.56 / MAX: 26.92MIN: 0.51 / MAX: 30.84MIN: 0.56 / MAX: 23.74MIN: 0.52 / MAX: 27.01MIN: 0.57 / MAX: 6.28MIN: 0.55 / MAX: 7.89MIN: 0.63 / MAX: 19.93MIN: 0.51 / MAX: 27.191. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b0RTX 2080 SUPERRTX 2080RTX 2080 TiRTX 2070 SUPERRTX 2070GTX 1660 SUPERRTX 2060RTX 3060 TiRTX 3080TITAN RTXRTX 2060 SUPERGTX 1660 TiGTX 10600.8461.6922.5383.3844.23SE +/- 0.05, N = 15SE +/- 0.05, N = 15SE +/- 0.06, N = 15SE +/- 0.11, N = 3SE +/- 0.12, N = 3SE +/- 0.05, N = 15SE +/- 0.06, N = 15SE +/- 0.13, N = 3SE +/- 0.11, N = 12SE +/- 0.06, N = 15SE +/- 0.10, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 32.612.662.732.762.792.882.923.033.133.333.353.633.76MIN: 2.42 / MAX: 20.41MIN: 2.53 / MAX: 22.5MIN: 2.45 / MAX: 21.05MIN: 2.48 / MAX: 17.56MIN: 2.6 / MAX: 19.01MIN: 2.62 / MAX: 21.44MIN: 2.59 / MAX: 22.74MIN: 2.72 / MAX: 20.75MIN: 2.61 / MAX: 20.61MIN: 2.48 / MAX: 22.5MIN: 2.54 / MAX: 22.25MIN: 2.65 / MAX: 22.19MIN: 3.48 / MAX: 21.651. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnetRTX 2080 TiRTX 2080RTX 2080 SUPERRTX 2070RTX 2060GTX 1660 SUPERRTX 2070 SUPERRTX 2060 SUPERRTX 3060 TiRTX 3080GTX 1660 TiTITAN RTXGTX 10600.51531.03061.54592.06122.5765SE +/- 0.03, N = 15SE +/- 0.03, N = 15SE +/- 0.05, N = 15SE +/- 0.11, N = 3SE +/- 0.07, N = 15SE +/- 0.06, N = 15SE +/- 0.13, N = 3SE +/- 0.02, N = 3SE +/- 0.14, N = 2SE +/- 0.06, N = 12SE +/- 0.04, N = 3SE +/- 0.05, N = 14SE +/- 0.17, N = 21.491.501.521.561.631.661.661.721.771.801.811.892.29MIN: 1.35 / MAX: 19.31MIN: 1.4 / MAX: 17.79MIN: 1.34 / MAX: 19.22MIN: 1.44 / MAX: 20.92MIN: 1.45 / MAX: 19.28MIN: 1.46 / MAX: 19.39MIN: 1.37 / MAX: 17.88MIN: 1.42 / MAX: 8.94MIN: 1.6 / MAX: 22.35MIN: 1.49 / MAX: 19.5MIN: 1.49 / MAX: 18.94MIN: 1.37 / MAX: 19.83MIN: 2.01 / MAX: 18.011. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v2RTX 2070RTX 2080 SUPERGTX 1660 SUPERRTX 2080 TiRTX 2070 SUPERRTX 3060 TiRTX 2060RTX 2080RTX 3080GTX 1660 TiTITAN RTXRTX 2060 SUPERGTX 10600.40050.8011.20151.6022.0025SE +/- 0.01, N = 3SE +/- 0.06, N = 15SE +/- 0.03, N = 15SE +/- 0.06, N = 15SE +/- 0.14, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 15SE +/- 0.05, N = 15SE +/- 0.06, N = 12SE +/- 0.03, N = 3SE +/- 0.07, N = 15SE +/- 0.22, N = 3SE +/- 0.10, N = 31.261.321.331.341.361.361.371.371.541.561.621.631.78MIN: 1.24 / MAX: 1.92MIN: 1.16 / MAX: 20.88MIN: 1.24 / MAX: 18.01MIN: 1.18 / MAX: 20.07MIN: 1.2 / MAX: 17.51MIN: 1.29 / MAX: 15.72MIN: 1.23 / MAX: 22.22MIN: 1.21 / MAX: 18.01MIN: 1.25 / MAX: 19.9MIN: 1.26 / MAX: 21.01MIN: 1.19 / MAX: 20.26MIN: 1.21 / MAX: 20.82MIN: 1.51 / MAX: 11.81. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3RTX 2070RTX 2080 TiRTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 3060 TiRTX 2060GTX 1660 SUPERRTX 2060 SUPERRTX 3080GTX 1660 TiTITAN RTXGTX 10600.55581.11161.66742.22322.779SE +/- 0.01, N = 3SE +/- 0.04, N = 15SE +/- 0.12, N = 3SE +/- 0.04, N = 15SE +/- 0.05, N = 15SE +/- 0.01, N = 3SE +/- 0.06, N = 15SE +/- 0.05, N = 15SE +/- 0.04, N = 3SE +/- 0.07, N = 12SE +/- 0.13, N = 3SE +/- 0.07, N = 15SE +/- 0.13, N = 31.641.641.711.751.761.761.811.821.891.982.102.112.47MIN: 1.61 / MAX: 2.65MIN: 1.53 / MAX: 18.23MIN: 1.55 / MAX: 19.3MIN: 1.57 / MAX: 17.89MIN: 1.52 / MAX: 21.3MIN: 1.73 / MAX: 3.1MIN: 1.61 / MAX: 18.64MIN: 1.63 / MAX: 22.45MIN: 1.58 / MAX: 9.02MIN: 1.65 / MAX: 17.98MIN: 1.66 / MAX: 16.77MIN: 1.55 / MAX: 19.9MIN: 2.28 / MAX: 17.91. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2RTX 2080 SUPERRTX 2070 SUPERRTX 2080RTX 2080 TiGTX 1660 SUPERRTX 2070RTX 2060RTX 2060 SUPERRTX 3080RTX 3060 TiTITAN RTXGTX 1660 TiGTX 10600.47480.94961.42441.89922.374SE +/- 0.03, N = 15SE +/- 0.01, N = 3SE +/- 0.03, N = 15SE +/- 0.06, N = 15SE +/- 0.04, N = 15SE +/- 0.15, N = 3SE +/- 0.06, N = 15SE +/- 0.07, N = 3SE +/- 0.06, N = 12SE +/- 0.12, N = 3SE +/- 0.07, N = 15SE +/- 0.16, N = 3SE +/- 0.09, N = 31.371.381.461.511.531.541.561.721.731.741.751.842.11MIN: 1.28 / MAX: 18.03MIN: 1.31 / MAX: 5.51MIN: 1.33 / MAX: 17.85MIN: 1.29 / MAX: 18.36MIN: 1.42 / MAX: 21.24MIN: 1.38 / MAX: 17.92MIN: 1.39 / MAX: 19.37MIN: 1.36 / MAX: 15.12MIN: 1.4 / MAX: 22.34MIN: 1.5 / MAX: 17.99MIN: 1.3 / MAX: 20.67MIN: 1.44 / MAX: 19.14MIN: 1.91 / MAX: 19.431. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenetRTX 2080 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080RTX 2070RTX 3060 TiRTX 2060RTX 3080TITAN RTXGTX 1660 SUPERRTX 2060 SUPERGTX 1660 TiGTX 10601.2962.5923.8885.1846.48SE +/- 0.06, N = 15SE +/- 0.08, N = 15SE +/- 0.25, N = 3SE +/- 0.06, N = 15SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 15SE +/- 0.07, N = 12SE +/- 0.06, N = 15SE +/- 0.09, N = 14SE +/- 0.09, N = 3SE +/- 0.08, N = 3SE +/- 0.10, N = 34.024.064.094.164.234.274.434.454.664.674.955.305.76MIN: 3.43 / MAX: 41.82MIN: 3.52 / MAX: 43.97MIN: 3.61 / MAX: 44.2MIN: 3.6 / MAX: 40.3MIN: 3.74 / MAX: 37.61MIN: 3.75 / MAX: 35.37MIN: 3.89 / MAX: 42.29MIN: 3.5 / MAX: 45.01MIN: 3.42 / MAX: 47.76MIN: 4.11 / MAX: 40.05MIN: 3.79 / MAX: 37.73MIN: 4.07 / MAX: 36.52MIN: 5 / MAX: 36.461. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: squeezenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: squeezenetRTX 2080 TiRTX 3060 TiRTX 3080RTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 2070RTX 2060TITAN RTXGTX 1660 SUPERRTX 2060 SUPERGTX 1660 TiGTX 1060246810SE +/- 0.08, N = 15SE +/- 0.06, N = 3SE +/- 0.14, N = 12SE +/- 0.03, N = 3SE +/- 0.09, N = 15SE +/- 0.06, N = 15SE +/- 0.05, N = 3SE +/- 0.06, N = 15SE +/- 0.05, N = 15SE +/- 0.08, N = 15SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 0.08, N = 33.873.964.074.184.204.294.584.755.055.355.416.057.70MIN: 3.51 / MAX: 45MIN: 3.54 / MAX: 39.83MIN: 3.22 / MAX: 44.48MIN: 3.93 / MAX: 24.5MIN: 3.67 / MAX: 44.19MIN: 3.78 / MAX: 44.36MIN: 4.01 / MAX: 44.45MIN: 4.19 / MAX: 44.66MIN: 3.57 / MAX: 45.5MIN: 4.46 / MAX: 45.32MIN: 4.02 / MAX: 50.12MIN: 4.56 / MAX: 53.55MIN: 6.82 / MAX: 48.711. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Geekbench

Test: GPU NVIDIA CUDA

OpenBenchmarking.orgScore, More Is BetterGeekbench 5Test: GPU NVIDIA CUDARTX 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 106040K80K120K160K200KSE +/- 2347.00, N = 14SE +/- 1291.90, N = 3SE +/- 1675.18, N = 15SE +/- 835.34, N = 3SE +/- 1753.98, N = 3SE +/- 663.75, N = 3SE +/- 539.60, N = 3SE +/- 667.51, N = 3SE +/- 657.64, N = 3SE +/- 411.67, N = 3SE +/- 128.28, N = 3SE +/- 387.46, N = 3SE +/- 96.77, N = 3208331167858155867136797128277121856110450996649057283535670036638733671

LuxCoreRender OpenCL

Scene: Rainbow Colors and Prism

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: Rainbow Colors and PrismRTX 3080RTX 3060 TiTITAN RTXRTX 2080 TiRTX 2070RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080RTX 2060GTX 1660 SUPERGTX 1060GTX 1660 Ti510152025SE +/- 0.4586334, N = 15SE +/- 0.5108456, N = 15SE +/- 0.0783102, N = 4SE +/- 0.0331742, N = 4SE +/- 0.0543537, N = 4SE +/- 0.0319774, N = 4SE +/- 0.2639327, N = 12SE +/- 0.0522772, N = 3SE +/- 0.1793871, N = 12SE +/- 0.0353073, N = 3SE +/- 0.0320724, N = 3SE +/- 0.1074070, N = 12SE +/- 0.0048958, N = 320.820000016.840000012.130000012.080000010.980000010.45000009.86000009.03000008.95000007.83000005.54000005.34000004.7641667MIN: 11.17 / MAX: 22.47MIN: 6.81 / MAX: 18.28MIN: 11.08 / MAX: 12.83MIN: 9.2 / MAX: 12.83MIN: 9.77 / MAX: 11.57MIN: 9.04 / MAX: 11.03MIN: 3.83 / MAX: 10.58MIN: 6.18 / MAX: 9.55MIN: 4.35 / MAX: 9.64MIN: 6.32 / MAX: 8.15MIN: 4.4 / MAX: 5.82MIN: 1.87 / MAX: 5.68MIN: 3.69 / MAX: 4.95

clpeak

OpenCL Test: Double-Precision Double

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleRTX 2080 TiRTX 3080TITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 3060 TiRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 1060110220330440550SE +/- 2.16, N = 3SE +/- 1.61, N = 3SE +/- 2.49, N = 3SE +/- 0.26, N = 3SE +/- 1.04, N = 3SE +/- 0.34, N = 3SE +/- 0.58, N = 3SE +/- 0.79, N = 3SE +/- 0.38, N = 3SE +/- 0.32, N = 3SE +/- 0.50, N = 3SE +/- 0.26, N = 3SE +/- 0.30, N = 3516.53514.40498.14373.04343.49306.51302.82267.76245.51229.29173.67170.63150.151. (CXX) g++ options: -O3 -rdynamic -lOpenCL

PlaidML

FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCLRTX 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 106050100150200250SE +/- 0.38, N = 3SE +/- 0.21, N = 3SE +/- 0.27, N = 3SE +/- 0.22, N = 3SE +/- 0.16, N = 3SE +/- 0.24, N = 3SE +/- 0.09, N = 3SE +/- 0.16, N = 3SE +/- 0.20, N = 3SE +/- 0.08, N = 3SE +/- 0.04, N = 3SE +/- 0.13, N = 3SE +/- 0.00, N = 3243.50211.01208.22177.04159.34150.94148.55148.07137.81124.2799.4993.6178.97

VkFFT

OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 2020-09-29RTX 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 106011K22K33K44K55KSE +/- 166.79, N = 3SE +/- 82.79, N = 3SE +/- 118.84, N = 3SE +/- 25.15, N = 3SE +/- 53.90, N = 3SE +/- 62.43, N = 3SE +/- 58.08, N = 3SE +/- 10.04, N = 3SE +/- 51.26, N = 3SE +/- 27.14, N = 3SE +/- 34.18, N = 3SE +/- 14.84, N = 3SE +/- 4.67, N = 349631373843693332065307202856427682266002497520883184501709712788

Geekbench

Test: GPU OpenCL

OpenBenchmarking.orgScore, More Is BetterGeekbench 5Test: GPU OpenCLRTX 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 106040K80K120K160K200KSE +/- 733.75, N = 3SE +/- 303.84, N = 3SE +/- 1711.48, N = 3SE +/- 1279.48, N = 3SE +/- 1025.87, N = 3SE +/- 200.07, N = 3SE +/- 521.87, N = 3SE +/- 668.55, N = 3SE +/- 823.09, N = 3SE +/- 772.57, N = 3SE +/- 420.54, N = 3SE +/- 558.50, N = 3SE +/- 218.79, N = 3197267152583151148132421124272114773105899938058707680712648716468036798

RealSR-NCNN

Scale: 4x - TAA: No

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoRTX 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1060510152025SE +/- 0.012, N = 6SE +/- 0.011, N = 6SE +/- 0.028, N = 6SE +/- 0.025, N = 5SE +/- 0.029, N = 5SE +/- 0.033, N = 5SE +/- 0.031, N = 5SE +/- 0.014, N = 4SE +/- 0.021, N = 4SE +/- 0.015, N = 4SE +/- 0.026, N = 3SE +/- 0.034, N = 3SE +/- 0.017, N = 36.5767.7438.0098.6339.0319.61110.20611.53712.37712.93617.21417.73320.128

PlaidML

FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLRTX 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 10602004006008001000SE +/- 2.17, N = 6SE +/- 0.56, N = 6SE +/- 1.90, N = 6SE +/- 0.90, N = 6SE +/- 0.40, N = 6SE +/- 0.60, N = 5SE +/- 0.88, N = 6SE +/- 0.20, N = 5SE +/- 0.34, N = 5SE +/- 0.32, N = 5SE +/- 0.27, N = 5SE +/- 0.24, N = 4SE +/- 0.32, N = 4975.56747.50718.51686.66587.72544.72498.24447.06416.15389.45299.07296.82226.15

Rodinia

Test: OpenCL Particle Filter

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenCL Particle FilterRTX 2080 TiTITAN RTXRTX 3080RTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 3060 TiRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10603691215SE +/- 0.007, N = 8SE +/- 0.008, N = 8SE +/- 0.035, N = 15SE +/- 0.014, N = 7SE +/- 0.045, N = 6SE +/- 0.018, N = 6SE +/- 0.008, N = 6SE +/- 0.006, N = 6SE +/- 0.021, N = 5SE +/- 0.020, N = 5SE +/- 0.014, N = 4SE +/- 0.022, N = 4SE +/- 0.068, N = 44.4914.8054.8555.9046.3556.9806.9887.8048.6569.00411.61711.74612.1051. (CXX) g++ options: -O2 -lOpenCL

Hashcat

Benchmark: SHA1

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA1RTX 3080RTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 3060 TiRTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 10604000M8000M12000M16000M20000MSE +/- 36837886.26, N = 7SE +/- 26687552.20, N = 7SE +/- 31084579.96, N = 6SE +/- 40239943.60, N = 7SE +/- 10928839.09, N = 7SE +/- 8294912.79, N = 7SE +/- 7407910.83, N = 7SE +/- 9114520.82, N = 7SE +/- 13942803.47, N = 7SE +/- 12096446.32, N = 7SE +/- 43107894.32, N = 15SE +/- 10473604.66, N = 7SE +/- 6046717.22, N = 718345528571178403857141693583333313467714286121950000001109117142910984400000955891428687470714298158285714621996000061783142864402442857

Hashcat

Benchmark: SHA-512

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA-512RTX 3080RTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 3060 TiRTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 1060500M1000M1500M2000M2500MSE +/- 3329521.63, N = 7SE +/- 1585907.32, N = 7SE +/- 4053921.28, N = 6SE +/- 900264.51, N = 7SE +/- 2244509.55, N = 7SE +/- 849289.42, N = 7SE +/- 953653.91, N = 7SE +/- 1566073.13, N = 7SE +/- 1642277.33, N = 7SE +/- 1478370.13, N = 7SE +/- 824002.18, N = 7SE +/- 537821.25, N = 7SE +/- 1680378.97, N = 72306700000222312857121188166671705300000153541428614069285711399242857121278571411048428571035028571794742857784514286465271429

Hashcat

Benchmark: MD5

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: MD5RTX 2080 TiRTX 3080TITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 3060 TiRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 106012000M24000M36000M48000M60000MSE +/- 98630343.33, N = 7SE +/- 102079526.49, N = 7SE +/- 147390714.04, N = 7SE +/- 63553325.94, N = 7SE +/- 109307854.28, N = 7SE +/- 41495700.95, N = 7SE +/- 53297878.10, N = 7SE +/- 181560574.59, N = 7SE +/- 41830567.71, N = 7SE +/- 34176226.97, N = 7SE +/- 40766579.62, N = 7SE +/- 46882020.11, N = 7SE +/- 29398291.17, N = 755740728571540303142865308631428642565700000385817285713502697142932992000000299966714292743461428625730414286183548142861799770000012897400000

cl-mem

Benchmark: Read

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadRTX 3080RTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 3060 TiRTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1060140280420560700SE +/- 5.82, N = 9SE +/- 3.54, N = 8SE +/- 2.07, N = 8SE +/- 2.29, N = 8SE +/- 0.10, N = 8SE +/- 1.82, N = 7SE +/- 1.61, N = 8SE +/- 0.06, N = 8SE +/- 0.23, N = 7SE +/- 0.07, N = 7SE +/- 1.52, N = 7SE +/- 0.50, N = 6SE +/- 0.02, N = 5634.1540.7514.5434.4396.7394.2394.1393.5372.2297.3293.5235.4152.81. (CC) gcc options: -O2 -flto -lOpenCL

cl-mem

Benchmark: Write

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteRTX 3080TITAN RTXRTX 2080 TiRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070RTX 2070 SUPERRTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1060130260390520650SE +/- 2.78, N = 9SE +/- 1.51, N = 8SE +/- 1.82, N = 8SE +/- 0.03, N = 8SE +/- 2.08, N = 8SE +/- 1.71, N = 8SE +/- 0.27, N = 8SE +/- 1.89, N = 7SE +/- 0.28, N = 7SE +/- 0.38, N = 7SE +/- 1.33, N = 7SE +/- 0.26, N = 6SE +/- 0.36, N = 5615.3456.0445.4383.6344.1334.2328.4313.9311.8251.2230.0207.4147.41. (CC) gcc options: -O2 -flto -lOpenCL

cl-mem

Benchmark: Copy

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyRTX 3080RTX 2080 TiRTX 2080 SUPERRTX 3060 TiTITAN RTXRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 106070140210280350SE +/- 1.91, N = 9SE +/- 0.85, N = 8SE +/- 1.13, N = 8SE +/- 0.09, N = 8SE +/- 0.44, N = 8SE +/- 0.81, N = 8SE +/- 1.07, N = 7SE +/- 0.06, N = 8SE +/- 0.37, N = 7SE +/- 0.08, N = 7SE +/- 0.69, N = 7SE +/- 0.27, N = 6SE +/- 0.28, N = 5339.9320.8298.9298.2291.8288.5288.2284.5270.4239.0239.0197.2137.81. (CC) gcc options: -O2 -flto -lOpenCL

PlaidML

FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLRTX 3080TITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 3060 TiRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10608001600240032004000SE +/- 17.78, N = 8SE +/- 19.10, N = 8SE +/- 9.32, N = 8SE +/- 7.43, N = 8SE +/- 1.48, N = 8SE +/- 7.50, N = 8SE +/- 11.50, N = 8SE +/- 3.85, N = 8SE +/- 9.97, N = 8SE +/- 20.43, N = 15SE +/- 4.66, N = 7SE +/- 1.98, N = 8SE +/- 1.08, N = 73725.403284.453227.212480.882439.192340.012297.002008.991952.071696.451371.101351.92982.70

Waifu2x-NCNN Vulkan

Scale: 2x - Denoise: 3 - TAA: Yes

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesRTX 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10603691215SE +/- 0.028, N = 9SE +/- 0.021, N = 8SE +/- 0.023, N = 8SE +/- 0.032, N = 8SE +/- 0.020, N = 8SE +/- 0.020, N = 8SE +/- 0.028, N = 8SE +/- 0.022, N = 7SE +/- 0.030, N = 7SE +/- 0.029, N = 7SE +/- 0.026, N = 6SE +/- 0.030, N = 6SE +/- 0.036, N = 53.5193.8354.1244.2364.3684.5824.7695.2115.5535.7927.0607.2439.251

Hashcat

Benchmark: TrueCrypt RIPEMD160 + XTS

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: TrueCrypt RIPEMD160 + XTSRTX 3080RTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 3060 TiRTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1060150K300K450K600K750KSE +/- 2510.22, N = 8SE +/- 1367.60, N = 7SE +/- 3170.74, N = 8SE +/- 4540.66, N = 15SE +/- 1086.65, N = 7SE +/- 3786.64, N = 9SE +/- 3357.49, N = 15SE +/- 366.29, N = 9SE +/- 2317.91, N = 10SE +/- 1010.44, N = 8SE +/- 2205.50, N = 10SE +/- 494.41, N = 8SE +/- 1264.28, N = 11692388650229625550524033458971434067423593359933324240306825237900236988142264

MandelGPU

OpenCL Device: GPU

OpenBenchmarking.orgSamples/sec, More Is BetterMandelGPU 1.3pts1OpenCL Device: GPURTX 2080 TiTITAN RTXRTX 3080RTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 3060 TiRTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1060100M200M300M400M500MSE +/- 2727377.34, N = 10SE +/- 2676982.40, N = 9SE +/- 1875555.71, N = 9SE +/- 1757515.78, N = 9SE +/- 2274447.08, N = 9SE +/- 1273824.38, N = 9SE +/- 1098102.02, N = 8SE +/- 552442.28, N = 8SE +/- 2576635.94, N = 9SE +/- 387178.22, N = 8SE +/- 545279.65, N = 7SE +/- 615153.65, N = 7SE +/- 458649.89, N = 5446864473.4443646920.9401282795.2363715438.9341286781.7316276201.0280144899.1278997773.1262260550.6247283060.7198638055.8197542242.7128084240.31. (CC) gcc options: -O3 -lm -ftree-vectorize -funroll-loops -lglut -lOpenCL -lGL

PlaidML

FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLRTX 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10606001200180024003000SE +/- 9.67, N = 9SE +/- 8.40, N = 9SE +/- 5.99, N = 9SE +/- 2.49, N = 8SE +/- 3.49, N = 8SE +/- 3.83, N = 8SE +/- 6.37, N = 9SE +/- 2.41, N = 9SE +/- 3.27, N = 8SE +/- 3.21, N = 8SE +/- 3.18, N = 7SE +/- 1.27, N = 8SE +/- 1.55, N = 72995.562405.892394.821875.831831.761714.001707.651580.071509.021282.521075.07985.97778.99

ArrayFire

Test: Conjugate Gradient OpenCL

OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient OpenCLRTX 3080RTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2070 SUPERRTX 2070RTX 2080RTX 3060 TiRTX 2060 SUPERGTX 1660 SUPERRTX 2060GTX 1660 TiGTX 10601.13022.26043.39064.52085.651SE +/- 0.009, N = 9SE +/- 0.003, N = 10SE +/- 0.006, N = 10SE +/- 0.011, N = 10SE +/- 0.008, N = 10SE +/- 0.002, N = 10SE +/- 0.009, N = 9SE +/- 0.003, N = 10SE +/- 0.004, N = 10SE +/- 0.014, N = 10SE +/- 0.009, N = 10SE +/- 0.003, N = 10SE +/- 0.015, N = 91.6271.6781.7561.9172.0762.0942.0942.0942.1982.6702.6713.2285.0231. (CXX) g++ options: -rdynamic

Hashcat

Benchmark: 7-Zip

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: 7-ZipRTX 3080RTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 3060 TiRTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 1060200K400K600K800K1000KSE +/- 2622.40, N = 10SE +/- 6317.53, N = 10SE +/- 6837.61, N = 10SE +/- 6880.46, N = 15SE +/- 4180.88, N = 13SE +/- 558.54, N = 11SE +/- 6166.48, N = 15SE +/- 249.73, N = 11SE +/- 2513.28, N = 11SE +/- 4365.82, N = 12SE +/- 2005.81, N = 11SE +/- 2811.01, N = 15SE +/- 915.40, N = 12939290882560837420704180639915586918577947504100459973433342335700333847198242

clpeak

OpenCL Test: Integer Compute INT

OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTRTX 3080TITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 3060 TiRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 10603K6K9K12K15KSE +/- 137.97, N = 15SE +/- 161.08, N = 15SE +/- 136.49, N = 15SE +/- 96.25, N = 15SE +/- 74.73, N = 12SE +/- 96.07, N = 15SE +/- 65.69, N = 14SE +/- 81.80, N = 15SE +/- 70.14, N = 15SE +/- 46.67, N = 15SE +/- 53.45, N = 15SE +/- 31.94, N = 12SE +/- 14.65, N = 1514574.4713266.2213253.5810455.189509.308494.998290.917134.166753.795248.434443.724308.231226.281. (CXX) g++ options: -O3 -rdynamic -lOpenCL

ViennaCL

OpenCL LU Factorization

OpenBenchmarking.orgGFLOPS, More Is BetterViennaCL 1.4.2OpenCL LU FactorizationRTX 2080 TiRTX 3080RTX 2080 SUPERTITAN RTXRTX 2080RTX 3060 TiRTX 2070 SUPERRTX 2070RTX 2060RTX 2060 SUPERGTX 1660 SUPERGTX 1660 TiGTX 106020406080100SE +/- 0.46, N = 12SE +/- 0.35, N = 15SE +/- 0.39, N = 12SE +/- 0.60, N = 11SE +/- 0.44, N = 11SE +/- 0.23, N = 12SE +/- 0.35, N = 11SE +/- 0.23, N = 11SE +/- 0.34, N = 11SE +/- 0.29, N = 11SE +/- 0.28, N = 11SE +/- 0.22, N = 11SE +/- 0.50, N = 1178.6177.9577.1176.2776.1375.8375.7475.0972.8372.3368.7168.6161.731. (CXX) g++ options: -rdynamic -lOpenCL

clpeak

OpenCL Test: Single-Precision Float

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatRTX 3080RTX 3060 TiTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10606K12K18K24K30KSE +/- 211.97, N = 13SE +/- 24.65, N = 13SE +/- 131.35, N = 15SE +/- 160.87, N = 15SE +/- 94.85, N = 15SE +/- 74.65, N = 12SE +/- 86.35, N = 15SE +/- 93.84, N = 15SE +/- 72.24, N = 15SE +/- 104.44, N = 15SE +/- 29.82, N = 12SE +/- 45.28, N = 15SE +/- 65.66, N = 1528088.7816012.8813604.6813338.3910190.439117.918537.017203.496758.495480.014543.044448.174095.431. (CXX) g++ options: -O3 -rdynamic -lOpenCL

clpeak

OpenCL Test: Global Memory Bandwidth

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthRTX 3080RTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 3060 TiRTX 2080RTX 2070RTX 2070 SUPERRTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1060140280420560700SE +/- 4.38, N = 12SE +/- 3.38, N = 12SE +/- 2.39, N = 13SE +/- 0.07, N = 15SE +/- 0.15, N = 15SE +/- 0.09, N = 13SE +/- 0.21, N = 15SE +/- 2.10, N = 14SE +/- 0.50, N = 13SE +/- 1.44, N = 15SE +/- 1.52, N = 12SE +/- 0.45, N = 12SE +/- 0.06, N = 10633.34502.73484.40405.77389.02368.91368.84367.04348.06275.12273.92222.01147.511. (CXX) g++ options: -O3 -rdynamic -lOpenCL

FinanceBench

Benchmark: Black-Scholes OpenCL

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-06-06Benchmark: Black-Scholes OpenCLRTX 3080RTX 2080 TiTITAN RTXRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 3060 TiRTX 2070RTX 2060 SUPERRTX 2060GTX 1060GTX 1660 SUPERGTX 1660 Ti48121620SE +/- 0.043122, N = 15SE +/- 0.094451, N = 15SE +/- 0.224039, N = 15SE +/- 0.083219, N = 15SE +/- 0.040260, N = 14SE +/- 0.048730, N = 14SE +/- 0.027743, N = 15SE +/- 0.009511, N = 14SE +/- 0.162802, N = 15SE +/- 0.035770, N = 15SE +/- 0.326577, N = 15SE +/- 0.069806, N = 15SE +/- 0.162363, N = 154.9210006.1580006.3720006.9120007.7150008.3180008.37400010.26300011.49200012.58700013.46800015.36100015.5250671. (CXX) g++ options: -O3 -lOpenCL

Meta Performance Per Watts

Performance Per Watts

OpenBenchmarking.orgPerformance Per Watts, More Is BetterMeta Performance Per WattsPerformance Per WattsRTX 3080RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 10602K4K6K8K10K10055.708097.457834.126912.716419.105999.925749.585278.844907.674332.553523.293346.522331.46

Geekbench

Test: GPU Vulkan

OpenBenchmarking.orgScore Per Watt, More Is BetterGeekbench 5Test: GPU VulkanRTX 3060 TiRTX 2070RTX 2080 TiRTX 3080RTX 2080 SUPERRTX 2070 SUPERRTX 2080TITAN RTXGTX 1660 TiRTX 2060GTX 1660 SUPERRTX 2060 SUPERGTX 10604008001200160020001806.211608.471592.921502.881486.191469.221362.741301.461281.071275.011126.661116.65715.07

Geekbench

Test: GPU NVIDIA CUDA

OpenBenchmarking.orgScore Per Watt, More Is BetterGeekbench 5Test: GPU NVIDIA CUDARTX 3060 TiRTX 2080 TiRTX 3080RTX 2080 SUPERRTX 2080TITAN RTXRTX 2070 SUPERRTX 2070GTX 1660 TiRTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 106050010001500200025002139.981927.381916.201815.721751.841602.541590.391523.731499.741421.931314.211207.71592.62

Geekbench

Test: GPU OpenCL

OpenBenchmarking.orgScore Per Watt, More Is BetterGeekbench 5Test: GPU OpenCLRTX 3060 TiRTX 2080 TiRTX 3080RTX 2080 SUPERGTX 1660 TiRTX 2070 SUPERRTX 2070RTX 2080TITAN RTXRTX 2060RTX 2060 SUPERGTX 1660 SUPERGTX 106050010001500200025002278.181962.161936.501855.401730.981658.791631.211613.121557.541473.911457.661296.98766.73

IndigoBench

Acceleration: OpenCL GPU - Scene: Bedroom

OpenBenchmarking.orgM samples/s Per Watt, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: BedroomRTX 3080RTX 3060 TiRTX 2080 SUPERRTX 2070TITAN RTXRTX 2080 TiRTX 2080RTX 2070 SUPERRTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 10600.01580.03160.04740.06320.0790.070.070.060.060.050.050.050.050.050.050.050.050.05

IndigoBench

Acceleration: OpenCL GPU - Scene: Supercar

OpenBenchmarking.orgM samples/s Per Watt, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: SupercarRTX 3060 TiRTX 3080RTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070GTX 1660 TiRTX 2080 TiRTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1060TITAN RTX0.05180.10360.15540.20720.2590.230.190.180.180.180.180.180.170.170.170.160.160.15

VkFFT

OpenBenchmarking.orgBenchmark Score Per Watt, More Is BetterVkFFT 2020-09-29RTX 3080RTX 3060 TiRTX 2080 TiRTX 2070RTX 2080 SUPERRTX 2070 SUPERTITAN RTXRTX 2080RTX 2060 SUPERGTX 1660 TiRTX 2060GTX 1660 SUPERGTX 106070140210280350329.04328.58287.99286.99281.33264.03261.32253.77250.53241.67235.12227.18188.54

ViennaCL

OpenCL LU Factorization

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterViennaCL 1.4.2OpenCL LU FactorizationGTX 1660 TiRTX 2070GTX 1660 SUPERRTX 2060RTX 3060 TiRTX 2080 TiRTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 2080GTX 1060RTX 3080TITAN RTX0.52651.0531.57952.1062.63252.342.312.142.031.941.851.781.771.741.711.581.201.13

MandelGPU

OpenCL Device: GPU

OpenBenchmarking.orgSamples/sec Per Watt, More Is BetterMandelGPU 1.3pts1OpenCL Device: GPURTX 2080 TiRTX 2080 SUPERTITAN RTXRTX 3060 TiRTX 2080RTX 2070RTX 2070 SUPERRTX 3080GTX 1660 TiRTX 2060RTX 2060 SUPERGTX 1660 SUPERGTX 1060900K1800K2700K3600K4500K4140168.013682880.253502262.873434300.753349006.113316968.863284888.703127589.373061658.832826824.402790140.782676263.231890713.65

cl-mem

Benchmark: Copy

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: CopyRTX 3060 TiRTX 2070RTX 2080 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERRTX 2080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 TiGTX 1060TITAN RTXRTX 30800.86631.73262.59893.46524.33153.853.823.773.493.493.483.423.393.383.052.592.582.52

cl-mem

Benchmark: Write

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: WriteRTX 3060 TiRTX 3080RTX 2070RTX 2080 SUPERRTX 2080RTX 2080 TiTITAN RTXRTX 2060 SUPERRTX 2070 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 10601.0892.1783.2674.3565.4454.844.534.434.313.963.913.903.803.663.633.583.372.74

cl-mem

Benchmark: Read

OpenBenchmarking.orgGB/s Per Watt, More Is Bettercl-mem 2017-01-13Benchmark: ReadRTX 2080 SUPERRTX 2070RTX 3060 TiRTX 2080 TiRTX 3080RTX 2080RTX 2070 SUPERRTX 2060 SUPERTITAN RTXGTX 1660 SUPERRTX 2060GTX 1660 TiGTX 10601.19482.38963.58444.77925.9745.315.225.025.014.624.554.504.414.274.274.154.092.82

LeelaChessZero

Backend: OpenCL

OpenBenchmarking.orgNodes Per Second Per Watt, More Is BetterLeelaChessZero 0.26Backend: OpenCLRTX 3060 TiRTX 3080RTX 2080 TiRTX 2080 SUPERRTX 2080TITAN RTXRTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 SUPERGTX 1660 TiGTX 1060306090120150120.64103.8594.3091.4482.8782.3777.6276.5068.8167.8761.3360.9355.11

PlaidML

FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCLRTX 3060 TiRTX 3080RTX 2080 TiRTX 2080 SUPERTITAN RTXRTX 2080RTX 2070RTX 2070 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERGTX 1660 SUPERGTX 106036912159.368.307.717.046.566.186.126.035.145.104.994.783.48

PlaidML

FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCLRTX 3060 TiRTX 2080 SUPERRTX 3080GTX 1660 SUPERRTX 2080 TiRTX 2080RTX 2070TITAN RTXRTX 2060GTX 1060RTX 2070 SUPERRTX 2060 SUPERGTX 1660 Ti0.59851.1971.79552.3942.99252.662.091.941.741.651.641.551.531.491.491.461.371.32

PlaidML

FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCLRTX 3060 TiRTX 3080RTX 2080 TiRTX 2080 SUPERTITAN RTXRTX 2070RTX 2070 SUPERRTX 2080RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 106071421283531.5529.9029.9028.1126.4025.2425.0924.6923.5121.4920.9119.7014.09

PlaidML

FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL

OpenBenchmarking.orgFPS Per Watt, More Is BetterPlaidMLFP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCLRTX 2080 TiRTX 3060 TiRTX 2080 SUPERRTX 3080TITAN RTXRTX 2070RTX 2070 SUPERRTX 2080RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 1060112233445549.6745.6643.2743.2241.5341.2236.7836.2434.9533.1433.0328.5319.85

clpeak

OpenCL Test: Integer Compute INT

OpenBenchmarking.orgGIOPS Per Watt, More Is BetterclpeakOpenCL Test: Integer Compute INTRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 2080RTX 2070RTX 2070 SUPERTITAN RTXRTX 3080GTX 1660 TiRTX 2060RTX 2060 SUPERGTX 1660 SUPERGTX 1060306090120150152.30147.86128.32127.83120.15119.43118.27116.90112.27103.5499.1096.5119.39

clpeak

OpenCL Test: Double-Precision Double

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterclpeakOpenCL Test: Double-Precision DoubleRTX 2080 SUPERRTX 2080 TiRTX 3060 TiRTX 2070GTX 1660 TiRTX 2070 SUPERRTX 2080TITAN RTXRTX 3080RTX 2060RTX 2060 SUPERGTX 1060GTX 1660 SUPER0.96531.93062.89593.86124.82654.294.144.043.793.673.583.573.563.523.443.073.072.99

clpeak

OpenCL Test: Single-Precision Float

OpenBenchmarking.orgGFLOPS Per Watt, More Is BetterclpeakOpenCL Test: Single-Precision FloatRTX 3060 TiRTX 3080RTX 2080 SUPERRTX 2080 TiRTX 2070RTX 2080RTX 2070 SUPERGTX 1660 TiTITAN RTXRTX 2060RTX 2060 SUPERGTX 1660 SUPERGTX 106070140210280350327.99309.31179.85158.64157.05152.55144.93142.17132.66131.53124.64117.45101.60

clpeak

OpenCL Test: Global Memory Bandwidth

OpenBenchmarking.orgGBPS Per Watt, More Is BetterclpeakOpenCL Test: Global Memory BandwidthRTX 2070RTX 3060 TiRTX 2080 SUPERRTX 2060 SUPERRTX 2070 SUPERGTX 1660 SUPERRTX 2080RTX 3080TITAN RTXRTX 2080 TiGTX 1660 TiRTX 2060GTX 10602468108.097.457.196.626.506.376.326.216.135.985.875.513.39

LuxCoreRender OpenCL

Scene: Food

OpenBenchmarking.orgM samples/sec Per Watt, More Is BetterLuxCoreRender OpenCL 2.3Scene: FoodRTX 3080RTX 3060 TiTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 10600.00450.0090.01350.0180.02250.020.020.010.010.010.010.010.010.010.010.010.010.01

LuxCoreRender OpenCL

Scene: Rainbow Colors and Prism

OpenBenchmarking.orgM samples/sec Per Watt, More Is BetterLuxCoreRender OpenCL 2.3Scene: Rainbow Colors and PrismRTX 3060 TiRTX 3080RTX 2070RTX 2070 SUPERRTX 2060 SUPERRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2060GTX 1060TITAN RTXGTX 1660 TiGTX 1660 SUPER0.03380.06760.10140.13520.1690.150.110.100.090.090.080.080.080.080.080.070.070.07

LuxCoreRender OpenCL

Scene: DLSC

OpenBenchmarking.orgM samples/sec Per Watt, More Is BetterLuxCoreRender OpenCL 2.3Scene: DLSCRTX 3080RTX 3060 TiTITAN RTXRTX 2080 TiRTX 2080 SUPERRTX 2080RTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiGTX 1660 SUPERGTX 10600.0090.0180.0270.0360.0450.040.040.030.030.030.030.030.030.030.030.030.030.02

LuxCoreRender OpenCL

Scene: LuxCore Benchmark

OpenBenchmarking.orgM samples/sec Per Watt, More Is BetterLuxCoreRender OpenCL 2.3Scene: LuxCore BenchmarkRTX 3060 TiRTX 3080RTX 2080 SUPERRTX 2070 SUPERRTX 2070RTX 2060 SUPERRTX 2060GTX 1660 TiTITAN RTXRTX 2080 TiRTX 2080GTX 1660 SUPERGTX 10600.0090.0180.0270.0360.0450.040.030.030.030.030.030.030.030.020.020.020.020.02

OctaneBench

Total Score

OpenBenchmarking.orgScore Per Watt, More Is BetterOctaneBench 2020.1Total ScoreRTX 3060 TiRTX 3080RTX 2080 SUPERRTX 2070RTX 2070 SUPERRTX 2060RTX 2080RTX 2060 SUPERRTX 2080 TiTITAN RTXGTX 1660 TiGTX 1660 SUPERGTX 10600.5131.0261.5392.0522.5652.281.871.731.721.681.631.591.571.551.501.281.211.06

FAHBench

OpenBenchmarking.orgNs Per Day Per Watt, More Is BetterFAHBench 2.3.2RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2070RTX 2080 TiGTX 1660 TiRTX 2080RTX 2060RTX 2060 SUPERRTX 3080TITAN RTXGTX 1660 SUPERGTX 10600.47250.9451.41751.892.36252.101.981.891.881.841.831.801.771.731.681.661.631.51

Hashcat

Benchmark: TrueCrypt RIPEMD160 + XTS

OpenBenchmarking.orgH/s Per Watt, More Is BetterHashcat 6.1.1Benchmark: TrueCrypt RIPEMD160 + XTSRTX 3060 TiRTX 3080TITAN RTXRTX 2080 TiRTX 2070RTX 2070 SUPERRTX 2060 SUPERRTX 2080GTX 1660 TiRTX 2080 SUPERRTX 2060GTX 1660 SUPERGTX 1060120024003600480060005389.755092.005053.524940.534924.794726.824691.054417.863963.533899.843869.993798.772915.07

Hashcat

Benchmark: 7-Zip

OpenBenchmarking.orgH/s Per Watt, More Is BetterHashcat 6.1.1Benchmark: 7-ZipRTX 2080 TiRTX 2080 SUPERRTX 3060 TiRTX 2070RTX 2080RTX 2070 SUPERGTX 1660 TiRTX 3080TITAN RTXRTX 2060RTX 2060 SUPERGTX 1660 SUPERGTX 10602K4K6K8K10K11015.309972.839708.438840.468699.018523.908357.978221.938110.588031.647181.637098.623824.57

Hashcat

Benchmark: SHA-512

OpenBenchmarking.orgH/s Per Watt, More Is BetterHashcat 6.1.1Benchmark: SHA-512RTX 2080 TiTITAN RTXRTX 3060 TiRTX 3080RTX 2080 SUPERRTX 2080RTX 2070GTX 1660 TiRTX 2070 SUPERRTX 2060RTX 2060 SUPERGTX 1660 SUPERGTX 10603M6M9M12M15M14695988.6412848448.8012797897.1912429064.1912407758.8412234041.6912061400.8011525083.3711496268.3311143378.5310630748.2710393151.816439856.15

Hashcat

Benchmark: SHA1

OpenBenchmarking.orgH/s Per Watt, More Is BetterHashcat 6.1.1Benchmark: SHA1RTX 2080 TiTITAN RTXRTX 3060 TiRTX 2080 SUPERRTX 3080RTX 2070RTX 2080GTX 1660 TiRTX 2070 SUPERRTX 2060GTX 1660 SUPERRTX 2060 SUPERGTX 106030M60M90M120M150M121618842.58104602759.10103115175.84102514995.64100535705.7697164967.4996128268.6294836299.4294385776.1089207530.6285534112.7284129215.9160925712.57

Hashcat

Benchmark: MD5

OpenBenchmarking.orgH/s Per Watt, More Is BetterHashcat 6.1.1Benchmark: MD5RTX 2080 TiTITAN RTXRTX 2080RTX 2070RTX 3060 TiRTX 2080 SUPERRTX 3080RTX 2070 SUPERGTX 1660 TiRTX 2060RTX 2060 SUPERGTX 1660 SUPERGTX 106080M160M240M320M400M396354718.56341784951.41322401428.48313223916.56311715797.43311117905.89311017484.35288952169.21286208945.71278488631.45275454497.06244831690.71184587919.24

Phoronix Test Suite v10.8.4